{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,21]],"date-time":"2025-11-21T06:02:59Z","timestamp":1763704979483,"version":"3.40.3"},"publisher-location":"Cham","reference-count":17,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319117393"},{"type":"electronic","value":"9783319117409"}],"license":[{"start":{"date-parts":[[2014,1,1]],"date-time":"2014-01-01T00:00:00Z","timestamp":1388534400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2014,1,1]],"date-time":"2014-01-01T00:00:00Z","timestamp":1388534400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014]]},"DOI":"10.1007\/978-3-319-11740-9_12","type":"book-chapter","created":{"date-parts":[[2014,9,25]],"date-time":"2014-09-25T09:05:14Z","timestamp":1411635914000},"page":"121-128","source":"Crossref","is-referenced-by-count":14,"title":["Multi-label Feature Selection with Fuzzy Rough Sets"],"prefix":"10.1007","author":[{"given":"Lingjun","family":"Zhang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qinghua","family":"Hu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jie","family":"Duan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaoxue","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"12_CR1","doi-asserted-by":"publisher","first-page":"1757","DOI":"10.1016\/j.patcog.2004.03.009","volume":"37","author":"M.R. Boutell","year":"2004","unstructured":"Boutell, M.R., Luo, J., Shen, X., Brown, C.M.: Learning multi-label scene classification. Pattern Recognition\u00a037, 1757\u20131771 (2004)","journal-title":"Pattern Recognition"},{"key":"12_CR2","first-page":"667","volume-title":"Mining multi-label data. J.: Data mining and knowledge discovery handbook","author":"G. Tsoumakas","year":"2010","unstructured":"Tsoumakas, G., Katakis, I., Vlahavas, I.: Mining multi-label data. J.: Data mining and knowledge discovery handbook, pp. 667\u2013685. Springer, US (2010)"},{"key":"12_CR3","unstructured":"Read, J.: A pruned problem transformation method for Multi-label classification. In: Proc. 2008 New Zealand Computer Science Research Student Conference, pp. 143\u2013150 (2008)"},{"key":"12_CR4","doi-asserted-by":"publisher","first-page":"2038","DOI":"10.1016\/j.patcog.2006.12.019","volume":"40","author":"M.L. Zhang","year":"2007","unstructured":"Zhang, M.L., Zhou, Z.H.: ML-KNN: A lazy learning approach to multi-label learning. Pattern Recognition\u00a040, 2038\u20132048 (2007)","journal-title":"Pattern Recognition"},{"key":"12_CR5","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"9","DOI":"10.1007\/978-3-642-21501-8_2","volume-title":"Advances in Computational Intelligence","author":"G. Doquire","year":"2011","unstructured":"Doquire, G., Verleysen, M.: Feature selection for multi-label classification problems. In: Cabestany, J., Rojas, I., Joya, G. (eds.) IWANN 2011, Part I. LNCS, vol.\u00a06691, pp. 9\u201316. Springer, Heidelberg (2011)"},{"key":"12_CR6","doi-asserted-by":"publisher","first-page":"349","DOI":"10.1016\/j.patrec.2012.10.005","volume":"34","author":"L. Jaesung","year":"2013","unstructured":"Jaesung, L., Dae-Won, K.: Feature selection for multi-label classification using multivariate mutual information. Pattern Recognition Letters\u00a034, 349\u2013357 (2013)","journal-title":"Pattern Recognition Letters"},{"key":"12_CR7","first-page":"7720","volume":"22","author":"D. Hsu","year":"2009","unstructured":"Hsu, D., Kakade, S.M., Langford, J., Zhang, T.: prediction via compressed sensing. Advances in Neural Information Processing Systems\u00a022, 7720\u20137801 (2009)","journal-title":"Advances in Neural Information Processing Systems"},{"key":"12_CR8","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/1839490.1839495","volume":"122","author":"Y. Zhang","year":"2010","unstructured":"Zhang, Y., Zhou, Z.H.: Multilabel dimensionality reduction via dependence maximization. ACM Transactions on Knowledge Discovery from Data (TKDD)\u00a0122, 1\u201314 (2010)","journal-title":"ACM Transactions on Knowledge Discovery from Data (TKDD)"},{"key":"12_CR9","doi-asserted-by":"publisher","first-page":"3218","DOI":"10.1016\/j.ins.2009.06.010","volume":"179","author":"M.L. Zhang","year":"2009","unstructured":"Zhang, M.L., Jose, M.P.: Feature selection for multi-label naive Bayes classification. Information Sciences\u00a0179, 3218\u20133229 (2009)","journal-title":"Information Sciences"},{"key":"12_CR10","doi-asserted-by":"publisher","first-page":"135","DOI":"10.1016\/j.entcs.2013.02.010","volume":"292","author":"S. Newton","year":"2013","unstructured":"Newton, S., Everton, A.C.: A Comparison of Multi-label Feature Selection Methods using the Problem Transformation Approach. Electronic Notes in Theoretical Computer Science\u00a0292, 135\u2013151 (2013)","journal-title":"Electronic Notes in Theoretical Computer Science"},{"key":"12_CR11","doi-asserted-by":"publisher","first-page":"148","DOI":"10.1016\/j.neucom.2013.06.035","volume":"122","author":"D. Gauthier","year":"2013","unstructured":"Gauthier, D., Michel, V.: Mutual information-based feature selection for multilabel classification. Neurocomputing\u00a0122, 148\u2013155 (2013)","journal-title":"Neurocomputing"},{"key":"12_CR12","doi-asserted-by":"publisher","first-page":"453","DOI":"10.1016\/j.ijar.2010.01.004","volume":"51","author":"Q.H. Hu","year":"2010","unstructured":"Hu, Q.H., Zhang, L.: Gaussian Kernel Based Fuzzy Rough Sets: Model, Uncertainty Measures and Applications. J. Approximate Reasoning\u00a051, 453\u2013471 (2010)","journal-title":"J. Approximate Reasoning"},{"key":"12_CR13","first-page":"1649","volume":"23","author":"H. Hu","year":"2011","unstructured":"Hu, H., Yu, D.R., Pedrycz, W., Chen, D.G.: Kernelized fuzzy rough sets and their applications. IEEE Trans. on TKDE\u00a023, 1649\u20131667 (2011)","journal-title":"IEEE Trans. on TKDE"},{"key":"12_CR14","doi-asserted-by":"publisher","first-page":"343","DOI":"10.1109\/TFUZZ.2004.841734","volume":"13","author":"D.S. Yeung","year":"2005","unstructured":"Yeung, D.S., Chen, D.G., Tsang, E.C.: On the generalization of fuzzy rough sets. IEEE Trans. on Fuzzy systems\u00a013, 343\u2013361 (2005)","journal-title":"IEEE Trans. on Fuzzy systems"},{"key":"12_CR15","doi-asserted-by":"crossref","unstructured":"Qian, Y., Wang, Q., Cheng, H.: Fuzzy-rough feature selection accelerator. Fuzzy Sets and Systems (2014)","DOI":"10.1016\/j.fss.2014.04.029"},{"key":"12_CR16","doi-asserted-by":"publisher","first-page":"100","DOI":"10.1016\/j.ins.2013.07.033","volume":"255","author":"R. Jensen","year":"2014","unstructured":"Jensen, R., Tuson, A., Shen, Q.: Finding rough and fuzzy-rough set reducts with SAT. Information Sciences\u00a0255, 100\u2013120 (2014)","journal-title":"Information Sciences"},{"key":"12_CR17","first-page":"115","volume-title":"Proceedings of the Second International Conference on Soft Computing for Problem Solving","author":"P. Maji","year":"2014","unstructured":"Maji, P., Garai, P.C.: Simultaneous Feature Selection and Extraction Using Fuzzy Rough Sets. In: Proceedings of the Second International Conference on Soft Computing for Problem Solving, pp. 115\u2013123. Springer, India (2014)"}],"container-title":["Lecture Notes in Computer Science","Rough Sets and Knowledge Technology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-11740-9_12","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,2,14]],"date-time":"2023-02-14T22:10:05Z","timestamp":1676412605000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-11740-9_12"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783319117393","9783319117409"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-11740-9_12","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2014]]}}}